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#17 - Ian Swanson (CEO of Protect AI) & Emilio Escobar (CISO of Datadog) - Deep Dive into ML & AI Security, Emerging Attack Surfaces, MLSecOps, and LLMs Use in Adversarial and Defensive Security
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Attestation, Certification, and the Importance of Data Understanding in ML and AI
This chapter explores the concept of attestation in data assets and the need for certification of models in the ML and AI space. It emphasizes the importance of understanding the data and models used in ML systems and discusses potential risks and mitigation strategies. Additionally, the chapter highlights the growth of the open-source space and its role in driving innovation and ensuring safer models in the industry.
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